GA4 Reporting: Powerful for Analysts, Inaccessible for Everyone Else
Google Analytics 4 is the most powerful free analytics tool available. It is also one of the most frustrating reporting platforms for non-technical teams. That gap matters more than the feature list suggests.
What GA4 reporting actually requires
Standard GA4 reports (the ones visible in the left-hand navigation) cover traffic, engagement, monetisation, and retention at a surface level. To go deeper, you need GA4's Exploration module: a separate interface where you build custom reports from scratch using dimensions, metrics, and segment comparisons.
Exploration reports have no templates you can adapt and no guided workflow. Every report starts from a blank canvas. Getting to a meaningful funnel analysis, cohort report, or path exploration requires knowing which dimensions to combine, how to apply filters correctly, and how to interpret the output. For most marketing teams, this means the analysis either doesn't happen or requires a data analyst to be involved every time.
The cost of reports that don't get read
GA4's complexity has a practical consequence: reports are built rarely, read by few, and acted on even less. When building a report takes 45 minutes and the output is a dense table, the bottleneck moves from data availability to data usability.
Sublim is built around the opposite principle: reports should be readable by any team member, generated automatically, and designed to lead to a decision. The default output is not a table of metrics but a narrative summary: what changed, why it changed, and what to do next.


